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Amir-massoud Farahmand

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

18

Venues

7

Active years

2014–2025

Best venue rank

A*

Where they publish

Papers

18 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRA Truncated Newton Method for Optimal Transport.Mete Kemertas, Amir-massoud Farahmand, Allan Douglas Jepson
2025ICLRMAD-TD: Model-Augmented Data stabilizes High Update Ratio RL.Claas Voelcker, Marcel Hussing, Eric Eaton, Amir-massoud Farahmand, Igor Gilitschenski
2025ICMLCategorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics.Tyler Kastner, Mark Rowland, Yunhao Tang, Murat A. Erdogdu, Amir-massoud Farahmand
2025ICMLPANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling.Avery Ma, Yangchen Pan, Amir-massoud Farahmand
2025ICMLCalibrated Value-Aware Model Learning with Probabilistic Environment Models.Claas Voelcker, Anastasiia Pedan, Arash Ahmadian, Romina Abachi, Igor Gilitschenski, Amir-massoud Farahmand
2024ECCVImproving Adversarial Transferability via Model Alignment.Avery Ma, Amir-massoud Farahmand, Yangchen Pan, Philip Torr, Jindong Gu
2024ICLRMaximum Entropy Model Correction in Reinforcement Learning.Amin Rakhsha, Mete Kemertas, Mohammad Ghavamzadeh, Amir-massoud Farahmand
2022ICLRLearning Object-Oriented Dynamics for Planning from Text.Guiliang Liu, Ashutosh Adhikari, Amir-massoud Farahmand, Pascal Poupart
2022ICLRValue Gradient weighted Model-Based Reinforcement Learning.Claas Voelcker, Victor Liao, Animesh Garg, Amir-massoud Farahmand
2022UAIUnderstanding and mitigating the limitations of prioritized experience replay.Yangchen Pan, Jincheng Mei, Amir-massoud Farahmand, Martha White, Hengshuai Yao, Mohsen Rohani, Jun Luo
2020ICLRFrequency-based Search-control in Dyna.Yangchen Pan, Jincheng Mei, Amir-massoud Farahmand
2019ICLRDimensionality Reduction for Representing the Knowledge of Probabilistic Models.Marc T. Law, Jake Snell, Amir-massoud Farahmand, Raquel Urtasun, Richard S. Zemel
2019IJCAIHill Climbing on Value Estimates for Search-control in Dyna.Yangchen Pan, Hengshuai Yao, Amir-massoud Farahmand, Martha White
2019MICCAIImproving Skin Condition Classification with a Visual Symptom Checker Trained Using Reinforcement Learning.Mohamed Akrout, Amir-massoud Farahmand, Tory Jarmain, Latif Abid
2018ICMLReinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control.Yangchen Pan, Amir-massoud Farahmand, Martha White, Saleh Nabi, Piyush Grover, Daniel Nikovski
2016AAAITruncated Approximate Dynamic Programming with Task-Dependent Terminal Value.Amir-massoud Farahmand, Daniel Nikolaev Nikovski, Yuji Igarashi, Hiroki Konaka
2015AAAIApproximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions.De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell
2014ICMLSample-based approximate regularization.Philip Bachman, Amir-massoud Farahmand, Doina Precup